RESUMEN
Autophagy is a homeostatic process critical for cellular survival, and its malfunction is implicated in human diseases including neurodegeneration. Loss of autophagy contributes to cytotoxicity and tissue degeneration, but the mechanistic understanding of this phenomenon remains elusive. Here, we generated autophagy-deficient (ATG5-/-) human embryonic stem cells (hESCs), from which we established a human neuronal platform to investigate how loss of autophagy affects neuronal survival. ATG5-/- neurons exhibit basal cytotoxicity accompanied by metabolic defects. Depletion of nicotinamide adenine dinucleotide (NAD) due to hyperactivation of NAD-consuming enzymes is found to trigger cell death via mitochondrial depolarization in ATG5-/- neurons. Boosting intracellular NAD levels improves cell viability by restoring mitochondrial bioenergetics and proteostasis in ATG5-/- neurons. Our findings elucidate a mechanistic link between autophagy deficiency and neuronal cell death that can be targeted for therapeutic interventions in neurodegenerative and lysosomal storage diseases associated with autophagic defect.
Asunto(s)
NAD , Mononucleótido de Nicotinamida , Humanos , NAD/metabolismo , Mononucleótido de Nicotinamida/metabolismo , Neuronas/metabolismo , Mitocondrias/metabolismo , Autofagia , Niacinamida/metabolismoRESUMEN
Protein aggregation is indicative of failing protein quality control systems. These systems are responsible for the refolding or degradation of aberrant and misfolded proteins. Heat stress can cause proteins to misfold, triggering cellular responses including a marked increase in the ubiquitination of proteins. This response has been characterized in yeast, however more studies are needed within mammalian cells. Herein, we examine proteins that become ubiquitinated during heat shock in human tissue culture cells using diGly enrichment coupled with mass spectrometry. A majority of these proteins are localized in the nucleus or cytosol. Proteins which are conjugated under stress display longer sequence lengths, more interaction partners, and more hydrophobic patches than controls but do not show lower melting temperatures. Furthermore, heat-induced conjugation sites occur less frequently in disordered regions and are closer to hydrophobic patches than other ubiquitination sites; perhaps providing novel insight into the molecular mechanism mediating this response. Nuclear and cytosolic pools of modified proteins appear to have different protein features. Using a pulse-SILAC approach, we found that both long-lived and newly-synthesized proteins are conjugated under stress. Modified long-lived proteins are predominately nuclear and were distinct from newly-synthesized proteins, indicating that different pathways may mediate the heat-induced increase of polyubiquitination. SIGNIFICANCE: The maintenance of protein homeostasis requires a balance of protein synthesis, folding, and degradation. Under stress conditions, the cell must rapidly adapt by increasing its folding capacity to eliminate aberrant proteins. A major pathway for proteolysis is mediated by the ubiquitin proteasome system. While increased ubiquitination after heat stress was observed over 30 years ago, it remains unclear which proteins are conjugated during heat shock in mammalian cells and by what means this conjugation occurs. In this study, we combined SILAC-based mass spectrometry with computational analyses to reveal features associated to proteins ubiquitinated while under heat shock. Interestingly, we found that conjugation sites induced by the stress are less often located within disordered regions and more often located near hydrophobic patches. Our study showcases how proteomics can reveal distinct feature associated to a cohort of proteins that are modified post translationally and how the ubiquitin conjugation sites are preferably selected in these conditions. Our work opens a new path for delineating the molecular mechanisms leading to the heat stress response and the regulation of protein homeostasis.
Asunto(s)
Respuesta al Choque Térmico , Ubiquitina , Animales , Humanos , Complejo de la Endopetidasa Proteasomal/metabolismo , Pliegue de Proteína , Saccharomyces cerevisiae/metabolismo , Ubiquitina/metabolismo , UbiquitinaciónRESUMEN
Stress granules (SGs) are stress-induced membraneless condensates that store non-translating mRNA and stalled translation initiation complexes. Although metazoan SGs are dynamic compartments where proteins can rapidly exchange with their surroundings, yeast SGs seem largely static. To gain a better understanding of yeast SGs, we identified proteins that sediment after heat shock using mass spectrometry. Proteins that sediment upon heat shock are biased toward a subset of abundant proteins that are significantly enriched in intrinsically disordered regions (IDRs). Heat-induced SG localization of over 80 proteins were confirmed using microscopy, including 32 proteins not previously known to localize to SGs. We found that several IDRs were sufficient to mediate SG recruitment. Moreover, the dynamic exchange of IDRs can be observed using fluorescence recovery after photobleaching, whereas other components remain immobile. Lastly, we showed that the IDR of the Ubp3 deubiquitinase was critical for yeast SG formation. This work shows that IDRs can be sufficient for SG incorporation, can remain dynamic in vitrified SGs, and can play an important role in cellular compartmentalization upon stress.This article has an associated First Person interview with the first author of the paper.
Asunto(s)
Proteínas de Saccharomyces cerevisiae , Saccharomyces cerevisiae , Animales , Gránulos Citoplasmáticos , Endopeptidasas , Respuesta al Choque Térmico/genética , Humanos , Proteómica , ARN Mensajero , Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/genética , Estrés FisiológicoRESUMEN
APETALA2/ETHYLENE RESPONSE FACTOR transcription factors (AP2/ERFs) play crucial roles in adaptation to stresses such as those caused by pathogens, wounding and cold. Although their name suggests a specific role in ethylene signalling, some ERF members also co-ordinate signals regulated by other key plant stress hormones such as jasmonate, abscisic acid and salicylate. We analysed a set of ERF proteins from three divergent plant species for intrinsically disorder regions containing conserved segments involved in protein-protein interaction known as Molecular Recognition Features (MoRFs). Then we correlated the MoRFs identified with a number of known functional features where these could be identified. Our analyses suggest that MoRFs, with plasticity in their disordered surroundings, are highly functional and may have been shuffled between related protein families driven by selection. A particularly important role may be played by the alpha helical component of the structured DNA binding domain to permit specificity. We also present examples of computationally identified MoRFs that have no known function and provide a valuable conceptual framework to link both disordered and ordered structural features within this family to diverse function.
Asunto(s)
Etilenos/metabolismo , Reguladores del Crecimiento de las Plantas/metabolismo , Proteínas de Plantas/metabolismo , Plantas/metabolismo , Factores de Transcripción/metabolismo , Secuencia de Aminoácidos , Regulación de la Expresión Génica de las Plantas , Modelos Moleculares , Filogenia , Proteínas de Plantas/química , Proteínas de Plantas/genética , Plantas/química , Plantas/genética , Dominios y Motivos de Interacción de Proteínas , Mapas de Interacción de Proteínas , Estrés Fisiológico , Factores de Transcripción/química , Factores de Transcripción/genéticaRESUMEN
The yeast Sup35 protein is a subunit of the translation termination factor, and its conversion to the [PSI +] prion state leads to more translational read-through. Although extensive studies have been done on [PSI +], changes at the proteomic level have not been performed exhaustively. We therefore used a SILAC-based quantitative mass spectrometry approach and identified 4187 proteins from both [psi -] and [PSI +] strains. Surprisingly, there was very little difference between the two proteomes under standard growth conditions. We found however that several [PSI +] strains harbored an additional chromosome, such as chromosome I. Albeit, we found no evidence to support that [PSI +] induces chromosomal instability (CIN). Instead we hypothesized that the selective pressure applied during the establishment of [PSI +]-containing strains could lead to a supernumerary chromosome due to the presence of the ade1-14 selective marker for translational read-through. We therefore verified that there was no prevalence of disomy among newly generated [PSI +] strains in absence of strong selection pressure. We also noticed that low amounts of adenine in media could lead to higher levels of mitochondrial DNA in [PSI +] in ade1-14 cells. Our study has important significance for the establishment and manipulation of yeast strains with the Sup35 prion.
Asunto(s)
Aneuploidia , Factores de Terminación de Péptidos/metabolismo , Proteoma/metabolismo , Proteómica/métodos , Proteínas de Saccharomyces cerevisiae/metabolismo , Saccharomyces cerevisiae/metabolismo , Inestabilidad Cromosómica/genética , Cromosomas Fúngicos/genética , ADN de Hongos/química , ADN de Hongos/genética , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Espectrometría de Masas/métodos , Factores de Terminación de Péptidos/genética , Proteoma/genética , Saccharomyces cerevisiae/citología , Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/genéticaRESUMEN
Cys accessibility and quantitative intact mass spectrometry (MS) analyses have been devised to study the topological transitions of Mhp1, the membrane protein for sodium-linked transport of hydantoins from Microbacterium liquefaciens. Mhp1 has been crystallized in three forms (outward-facing open, outward-facing occluded with substrate bound, and inward-facing open). We show that one natural cysteine residue, Cys327, out of three, has an enhanced solvent accessibility in the inward-facing (relative to the outward-facing) form. Reaction of the purified protein, in detergent, with the thiol-reactive N-ethylmalemide (NEM), results in modification of Cys327, suggesting that Mhp1 adopts predominantly inward-facing conformations. Addition of either sodium ions or the substrate 5-benzyl-l-hydantoin (L-BH) does not shift this conformational equilibrium, but systematic co-addition of the two results in an attenuation of labeling, indicating a shift toward outward-facing conformations that can be interpreted using conventional enzyme kinetic analyses. Such measurements can afford the Km for each ligand as well as the stoichiometry of ion-substrate-coupled conformational changes. Mutations that perturb the substrate binding site either result in the protein being unable to adopt outward-facing conformations or in a global destabilization of structure. The methodology combines covalent labeling, mass spectrometry, and kinetic analyses in a straightforward workflow applicable to a range of systems, enabling the interrogation of changes in a protein's conformation required for function at varied concentrations of substrates, and the consequences of mutations on these conformational transitions.
Asunto(s)
Proteínas Bacterianas/metabolismo , Cisteína/metabolismo , Espectrometría de Masas , Proteínas de Transporte de Membrana/metabolismo , Proteínas Bacterianas/química , Proteínas Bacterianas/genética , Sitios de Unión , Cisteína/química , Etilmaleimida/química , Hidantoínas/química , Hidantoínas/metabolismo , Cinética , Proteínas de Transporte de Membrana/química , Proteínas de Transporte de Membrana/genética , Micrococcaceae/metabolismo , Simulación de Dinámica Molecular , Mutagénesis Sitio-Dirigida , Unión Proteica , Sodio/química , Sodio/metabolismo , Especificidad por SustratoRESUMEN
The heat-shock response is a complex cellular program that induces major changes in protein translation, folding and degradation to alleviate toxicity caused by protein misfolding. Although heat shock has been widely used to study proteostasis, it remained unclear how misfolded proteins are targeted for proteolysis in these conditions. We found that Rsp5 and its mammalian homologue Nedd4 are important E3 ligases responsible for the increased ubiquitylation induced by heat stress. We determined that Rsp5 ubiquitylates mainly cytosolic misfolded proteins upon heat shock for proteasome degradation. We found that ubiquitylation of heat-induced substrates requires the Hsp40 co-chaperone Ydj1 that is further associated with Rsp5 upon heat shock. In addition, ubiquitylation is also promoted by PY Rsp5-binding motifs found primarily in the structured regions of stress-induced substrates, which can act as heat-induced degrons. Our results support a bipartite recognition mechanism combining direct and chaperone-dependent ubiquitylation of misfolded cytosolic proteins by Rsp5.
Asunto(s)
Complejos de Clasificación Endosomal Requeridos para el Transporte/genética , Complejos de Clasificación Endosomal Requeridos para el Transporte/metabolismo , Proteínas del Choque Térmico HSP40/metabolismo , Respuesta al Choque Térmico/fisiología , Pliegue de Proteína , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , Saccharomyces cerevisiae/enzimología , Complejos de Ubiquitina-Proteína Ligasa/genética , Ubiquitina-Proteína Ligasas/metabolismo , Animales , Línea Celular Tumoral , Cristalografía por Rayos X , Células HeLa , Calor , Humanos , Ratones , Ubiquitina-Proteína Ligasas Nedd4 , Factores de Terminación de Péptidos/metabolismo , Estructura Terciaria de Proteína , Piruvato Descarboxilasa/metabolismo , Piruvato Quinasa/genética , Piruvato Quinasa/metabolismo , Saccharomyces cerevisiae/genética , Ubiquitina/metabolismo , Complejos de Ubiquitina-Proteína Ligasa/metabolismo , Ubiquitina-Proteína Ligasas/genética , UbiquitinaciónRESUMEN
The knotted/slipknotted polypeptide chain is one of the most surprising topological features found in certain proteins. Understanding how knotted/slipknotted proteins overcome the topological difficulty during the folding process has become a challenging problem. By stretching a knotted/slipknotted protein, it is possible to untie or tighten a knotted polypeptide and even convert a slipknot to a true knot. Here, we use single molecule force spectroscopy as well as steered molecular dynamics (SMD) simulations to investigate how the slipknotted protein AFV3-109 is transformed into a tightened trefoil knot by applied pulling force. Our results show that by pulling the N-terminus and the threaded loop of AFV3-109, the protein can be unfolded via multiple pathways and the slipknot can be transformed into a tightened trefoil knot involving â¼13 amino acid residues as the polypeptide chain is apparently shortened by â¼4.7 nm. The SMD simulation results are largely consistent with our experimental findings, providing a plausible and detailed molecular mechanism of mechanical unfolding and knot tightening of AFV3-109. These simulations reveal that interactions between shearing ß-strands on the threaded and knotting loops provide high mechanical resistance during mechanical unfolding.
Asunto(s)
Simulación de Dinámica Molecular , Pliegue de Proteína , Proteínas/química , Secuencia de Aminoácidos , Microscopía de Fuerza Atómica , Datos de Secuencia Molecular , Método de Montecarlo , Conformación Proteica , Ingeniería de Proteínas , Desplegamiento Proteico , Proteínas/genética , TermodinámicaRESUMEN
Autophagy dysfunction has been implicated in misfolded protein accumulation and cellular toxicity in several diseases. Whether alterations in autophagy also contribute to the pathology of lipid-storage disorders is not clear. Here, we show defective autophagy in Niemann-Pick type C1 (NPC1) disease associated with cholesterol accumulation, where the maturation of autophagosomes is impaired because of defective amphisome formation caused by failure in SNARE machinery, whereas the lysosomal proteolytic function remains unaffected. Expression of functional NPC1 protein rescues this defect. Inhibition of autophagy also causes cholesterol accumulation. Compromised autophagy was seen in disease-affected organs of Npc1 mutant mice. Of potential therapeutic relevance is that HP-ß-cyclodextrin, which is used for cholesterol-depletion treatment, impedes autophagy, whereas stimulating autophagy restores its function independent of amphisome formation. Our data suggest that a low dose of HP-ß-cyclodextrin that does not perturb autophagy, coupled with an autophagy inducer, may provide a rational treatment strategy for NPC1 disease.
Asunto(s)
Autofagia , Glicoproteínas de Membrana/metabolismo , Enfermedad de Niemann-Pick Tipo C/metabolismo , Animales , Células Cultivadas , Colesterol/deficiencia , Colesterol/metabolismo , Células HEK293 , Humanos , Lisosomas/metabolismo , Glicoproteínas de Membrana/genética , Ratones , Neuronas/efectos de los fármacos , Neuronas/metabolismo , Proteína Niemann-Pick C1 , Enfermedad de Niemann-Pick Tipo C/genética , Ratas , Proteínas SNARE/metabolismo , beta-Ciclodextrinas/farmacologíaRESUMEN
External perturbations, by forcing cells to adapt to a new environment, often elicit large-scale changes in gene expression resulting in an altered proteome that improves the cell's fitness in the new conditions. Steady-state levels of a proteome depend on transcription, the levels of transcripts, translation and protein degradation but system-level contribution that each of these processes make to the final protein expression change has yet to be explored. We therefore applied a systems biology approach to characterize the regulation of protein expression during cellular differentiation using quantitative proteomics. As a general rule, it seems that protein expression during cellular differentiation is largely controlled by changes in the relative synthesis rate, whereas the relative degradation rate of the majority of proteins stays constant. In these data, we also observe that the proteins in defined sub-structures of larger protein complexes tend to have highly correlated synthesis and degradation rates but that this does not necessarily extend to the holo-complex. Finally, we provide strong evidence that the generally poor correlation observed between transcript and protein levels can fully be explained once the protein synthesis and degradation rates are taken into account.
Asunto(s)
Regulación de la Expresión Génica , Monocitos/metabolismo , Mioblastos/metabolismo , Biosíntesis de Proteínas/genética , Proteoma/genética , Animales , Isótopos de Carbono , Diferenciación Celular , Línea Celular , Humanos , Ratones , Monocitos/citología , Mioblastos/citología , Isótopos de Nitrógeno , Multimerización de Proteína , Proteolisis , Proteoma/metabolismo , Biología de SistemasRESUMEN
The interaction of Cryptococcus neoformans with phagocytic cells of the innate immune system is a key step in disseminated disease leading to meningoencephalitis in immunocompromised individuals. Transcriptional profiling of cryptococcal cells harvested from cell culture medium or from macrophages found differential expression of metabolic and other functions during fungal adaptation to the intracellular environment. We focused on the ACL1 gene for ATP-citrate lyase, which converts citrate to acetyl-CoA, because this gene showed elevated transcript levels in macrophages and because of the importance of acetyl-CoA as a central metabolite. Mutants lacking ACL1 showed delayed growth on medium containing glucose, reduced cellular levels of acetyl-CoA, defective production of virulence factors, increased susceptibility to the antifungal drug fluconazole and decreased survival within macrophages. Importantly, acl1 mutants were unable to cause disease in a murine inhalation model, a phenotype that was more extreme than other mutants with defects in acetyl-CoA production (e.g. an acetyl-CoA synthetase mutant). Loss of virulence is likely due to perturbation of critical physiological interconnections between virulence factor expression and metabolism in C. neoformans. Phylogenetic analysis and structural modelling of cryptococcal Acl1 identified three indels unique to fungal protein sequences; these differences may provide opportunities for the development of pathogen-specific inhibitors.
Asunto(s)
ATP Citrato (pro-S)-Liasa/deficiencia , Acetilcoenzima A/metabolismo , Cryptococcus neoformans/metabolismo , Cryptococcus neoformans/patogenicidad , Factores de Virulencia/metabolismo , ATP Citrato (pro-S)-Liasa/metabolismo , Secuencia de Aminoácidos , Animales , Línea Celular , Ácido Cítrico/metabolismo , Criptococosis/microbiología , Criptococosis/patología , Cryptococcus neoformans/enzimología , Cryptococcus neoformans/genética , Medios de Cultivo/química , Modelos Animales de Enfermedad , Glucosa/metabolismo , Mutación INDEL , Macrófagos/inmunología , Macrófagos/microbiología , Ratones , Viabilidad Microbiana , Modelos Moleculares , Datos de Secuencia Molecular , Filogenia , Homología de Secuencia de Aminoácido , VirulenciaRESUMEN
Interactomes are often measured using affinity purification-mass spectrometry (AP-MS) or yeast two-hybrid approaches, but these methods do not provide stoichiometric or temporal information. We combine quantitative proteomics and size-exclusion chromatography to map 291 coeluting complexes. This method allows mapping of an interactome to the same depth and accuracy as AP-MS with less work and without overexpression or tagging. The use of triplex labeling enables monitoring of interactome rearrangements.
Asunto(s)
Cromatografía en Gel , Ensayos Analíticos de Alto Rendimiento/métodos , Mapeo de Interacción de Proteínas/métodos , Mapas de Interacción de Proteínas , Proteínas/metabolismo , Proteómica/métodos , Aminoácidos/química , Aminoácidos/metabolismo , Técnicas de Cultivo de Célula , Cromatografía Líquida de Alta Presión , Humanos , Marcaje Isotópico , Proteínas/análisis , Proteínas/química , Factores de TiempoRESUMEN
Protein interactions within regulatory networks should adapt in a spatiotemporal-dependent dynamic environment, in order to process and respond to diverse and versatile cellular signals. However, the principles governing recognition pliability in protein complexes are not well understood. We have investigated a region of the intrinsically disordered protein myelin basic protein (MBP(145-165)) that interacts with calmodulin, but that also promiscuously binds other biomolecules (membranes, modifying enzymes). To characterize this interaction, we implemented an NMR spectroscopic approach that calculates, for each conformation of the complex, the maximum occurrence based on recorded pseudocontact shifts and residual dipolar couplings. We found that the MBP(145-165)-calmodulin interaction is characterized by structural heterogeneity. Quantitative comparative analysis indicated that distinct conformational landscapes of structural heterogeneity are sampled for different calmodulin-target complexes. Such structural heterogeneity in protein complexes could potentially explain the way that transient and promiscuous protein interactions are optimized and tuned in complex regulatory networks.
Asunto(s)
Calmodulina/química , Modelos Moleculares , Complejos Multiproteicos/química , Proteína Básica de Mielina/química , Conformación Proteica , Sitios de Unión/genética , Calmodulina/metabolismo , Complejos Multiproteicos/metabolismo , Proteína Básica de Mielina/metabolismo , Resonancia Magnética Nuclear Biomolecular , Unión ProteicaRESUMEN
Many proteins reach their native state through pathways involving the presence of folding intermediates. It is not clear whether this type of folding landscape results from insufficient evolutionary pressure to optimize folding efficiency, or arises from a conflict between functional and folding constraints. Here, using protein-engineering, ultra-rapid mixing and stopped-flow experiments combined with restrained molecular dynamics simulations, we characterize the transition state for the formation of the intermediate populated during the folding of the bacterial immunity protein, Im7, and the subsequent molecular steps leading to the native state. The results provide a comprehensive view of the folding process of this small protein. An analysis of the contributions of native and non-native interactions at different stages of folding reveals how the complexity of the folding landscape arises from concomitant evolutionary pressures for function and folding efficiency.
Asunto(s)
Proteínas Portadoras/química , Proteínas Portadoras/metabolismo , Proteínas de Escherichia coli/química , Proteínas de Escherichia coli/metabolismo , Pliegue de Proteína , Cinética , Modelos Moleculares , Estructura Terciaria de ProteínaRESUMEN
We describe the changes in structure and dynamics that occur in the second PDZ domain of human tyrosine phosphatase 1E upon binding the small peptide RA-GEF2 by an analysis of NMR data based on their use as ensemble-averaged restraints in molecular dynamics simulations. This approach reveals the presence of two interconnected networks of residues, the first exhibiting structural changes and the second dynamical changes upon binding, and it provides a detailed mapping of the regions of increased and decreased mobility upon binding. Analysis of the dynamical properties of the residues in these networks reveals that conformational changes are transmitted through pathways of coupled side-chain reorientations. These results illustrate how the strategy we described, in which NMR data are used in combination with molecular dynamics simulations, can be used to characterize in detail the complex organization of the changes in structure and dynamics that take place in proteins upon binding.
Asunto(s)
Proteína Tirosina Fosfatasa no Receptora Tipo 13/química , Sitios de Unión , Análisis por Conglomerados , Humanos , Modelos Químicos , Modelos Moleculares , Resonancia Magnética Nuclear Biomolecular , Dominios PDZ , Mapeo Peptídico , Conformación Proteica , Proteína Tirosina Fosfatasa no Receptora Tipo 13/metabolismo , TermodinámicaRESUMEN
As structural flexibility is known to be required for enzyme catalysis and pattern recognition and a significant fraction of eukaryotic proteins appear to be unfolded or contain unstructured regions, biological activity of conformational states distinct from fully folded structures could be more common than previously thought. By applying a procedure that allows the recovery of enzymatic activity to be monitored in real time, we show that a non-native state populated transiently during folding of the acylphosphatase from Sulfolobus solfataricus is enzymatically active. The structural characterization of this partially folded state reveals that enzymatic activity is possible even if the catalytic site is structurally heterogeneous, whereas the remainder of the structure acts as a scaffold. These results extend the spectrum of biological functions carried out in the absence of a folded state to include enzyme catalysis.
Asunto(s)
Ácido Anhídrido Hidrolasas/química , Proteínas Arqueales/química , Pliegue de Proteína , Sulfolobus solfataricus/enzimología , Ácido Anhídrido Hidrolasas/genética , Proteínas Arqueales/genética , Catálisis , Dominio Catalítico , Mutación , Conformación Proteica , Termodinámica , AcilfosfatasaRESUMEN
While reliable procedures for determining the conformations of proteins are available, methods for generating ensembles of structures that also reflect their flexibility are much less well established. Here we present a systematic assessment of the ability of ensemble-averaged molecular dynamics simulations with ensemble-averaged NMR restraints to simultaneously reproduce the average structure of proteins and their associated dynamics. We discuss the effects that under-restraining (overfitting) and over-restraining (underfitting) have on the structures generated in ensemble-averaged molecular simulations. We then introduce the MUMO (minimal under-restraining minimal over-restraining) method, a procedure in which different observables are averaged over a different number of molecules. As both over-restraining and under-restraining are significantly reduced in the MUMO method, it is possible to generate ensembles of conformations that accurately characterize both the structure and the dynamics of native states of proteins. The application of the MUMO method to the protein ubiquitin yields a high-resolution structural ensemble with an RDC Q-factor of 0.19.
Asunto(s)
Biología Computacional/métodos , Ubiquitina/química , Secuencia de Aminoácidos , Simulación por Computador , Modelos Moleculares , Conformación Proteica , Protones , Programas InformáticosRESUMEN
An accurate description of hydrogen bonds is essential to identify the determinants of protein stability and function as well as folding and misfolding behavior. We describe a method of using J couplings through hydrogen bonds as ensemble-averaged restraints in molecular dynamics simulations. Applications to the cases of ubiquitin and protein G show that these scalar couplings provide powerful structural information that, when used through the methodology that we present here, enables the description of the geometry and energetics of hydrogen bonds with an accuracy approaching that of high-resolution X-ray structures.
Asunto(s)
Resonancia Magnética Nuclear Biomolecular/métodos , Proteínas/química , Simulación por Computador , Cristalografía por Rayos X , Enlace de Hidrógeno , Modelos Moleculares , Proteínas del Tejido Nervioso/química , Conformación Proteica , Pliegue de Proteína , Termodinámica , Ubiquitina/químicaRESUMEN
The process of protein misfolding and aggregation has been associated with an increasing number of pathological conditions that include Alzheimer's and Parkinson's diseases, and type II diabetes. In addition, the discovery that proteins unrelated to any known disorder can be converted into aggregates of morphologies similar to those found in diseased tissue has lead to the recognition that this type of assemblies represents a generic state of polypeptide chains. Therefore, despite the enormous complexity of the in vivo mechanisms that have evolved in living organisms to prevent and control the formation of protein aggregates, the process of aggregation itself appears ultimately to be caused by intrinsic properties of polypeptide chains, in particular by the tendency of the backbone to form hydrogen bonds, and be modulated by the presence of specific patterns of hydrophobic and charged residues. Theoreticians have just recently started to respond to the challenge of identifying the determinants of the aggregation process. In this review, we provide an account of the theoretical results obtained so far.